2 papers
cs.CR2026
PrivacyBench: Privacy Isn't Free in Hybrid Privacy-Preserving Vision Systems
Nnaemeka Obiefuna, Samuel Oyeneye, Similoluwa Odunaiya +2
Privacy preserving machine learning deployments in sensitive deep learning applications; from medical imaging to autonomous systems; increasingly require combining multiple techniq…
cs.CL2026
When Distributions Shifts: Causal Generalization for Low-Resource Languages
Mahi Aliyu Aminu, Chisom Chibuike, Fatimo Adebanjo +2
Machine learning models often fail under distribution shifts, a problem exacerbated in low-resource settings where limited data restricts robust generalization. Domain generalizati…